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Table 1 Characteristics of the studied physicians (N = 4271)

From: Associations of perceived changes in work due to digitalization and the amount of digital work with job strain among physicians: a national representative sample

Characteristics

Value

Background

Age, n (%)

  < 35

681 (15.9)

 35–44

1190 (27.9)

 45–54

1131 (26.5)

 55–64

1269 (29.7)

Gender, n (%)

 Male

1459 (34.1)

 Female

2771 (64.9)

 Other

41 (1.0)

Length of work experience, n (%)

 2–5 years

526 (12.3)

 6–9 years

473 (11.1)

 10–19 years

1102 (25.8)

 20 years or longer

2170 (50.8)

Experience with the current EHR, n (%)

  < 1 year

1184 (27.7)

 1–3 years

1239 (29.0)

  > 3 years

1848 (43.3)

EHR grade, n (%)

 Low

2743 (64.2)

 High

1512 (35.4)

 No opinion

16 (0.4)

Working sector, n (%)

 Public hospital

2632 (61.6)

 Public health center

830 (19.4)

 Private clinic or hospital

599 (14.0)

 Other

210 (4.9)

Working unit, n (%)

 Inpatient

2661 (62.3)

 Outpatient

539 (12.6)

 Emergency department

161 (3.8)

 Operative, intensive care, or delivery room

601 (14.1)

 Diagnostics

146 (3.4)

 Administrative

163 (3.8)

Job strain

 SRISa, mean (SD)

3.5 (1.1)

 Time pressurea, mean (SD)

3.7 (1.1)

Psychological stress, n (%)

 No

1700 (39.8)

 Yes

2571 (60.2)

Perceived changes in work due to digitalization

More active role of patients, n (%)

 Neutral

1286 (30.1)

 Agree

1984 (46.5)

 Disagree

1001 (23.4)

Facilitated access to patient information, n (%)

 Neutral

946 (22.2)

 Agree

1880 (44.0)

 Disagree

1445 (33.8)

Supported decision-making, n (%)

 Neutral

1851 (43.4)

 Agree

894 (20.9)

 Disagree

1526 (35.7)

Accelerated clinical encounters, n (%)

 Neutral

998 (23.3)

 Agree

422 (9.9)

 Disagree

2851 (66.8)

Progressed interprofessional collaboration, n (%)

 Neutral

1447 (33.9)

 Agree

1473 (34.5)

 Disagree

1351 (31.6)

Improved possibilities for preventive work, n (%)

 Neutral

1937 (45.4)

 Agree

808 (18.9)

 Disagree

1526 (35.7)

Amount of digital work

Number of HISs in daily use, n (%)

  ≤ 2

2691 (63.0)

  ≥ 3

1580 (37.0)

Frequency of teleconsultations, n (%)

 Not at all–to some extent

3602 (84.3)

 Much–very much

669 (15.7)

  1. EHR Electronic health record, SRIS Stress related to information systems
  2. aScale ranged between 1 and 5, where a higher score indicated greater job strain. Variables were based on the questionnaire of the Electronic Health Record Systems as a Tool for Physicians 2021 Study [61]